Karpathy: Digital AI automation will outpace physical automation at speed of light
Andrej Karpathy · Skill Issue: Andrej Karpathy on Code Agents, AutoResearch, and the Loopy Era of AI · Mar 20, 2026 · at 39:34
AI researcher Andrej Karpathy explains to Sarah Guo why AI will disrupt knowledge work and digital jobs much faster than robotics will impact physical labor.
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“Flipping, flipping bits and the ability to copy paste digital information is like, makes everything a million times faster than accelerating matter, you know? So so energetically, I just think we're going to see a huge amount of activity in digital space, huge amount of rewriting, huge amount of activity, Boiling soup. And I think the, we're going to see something that in a digital space goes at the speed of light compared to, I think what's going to happen in the physical world to some extent, it would be the extrapolation.”
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